videos in AudioSet
A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.
Including Miss Sim Universe 2014 - Top 20 Swimsuit Competition, Miss Sim Universe 2011 [Opening Number and Parade of Nations]